At COLETEK, we bring decades of hands-on experience delivering real-world artificial intelligence and computer vision systems. Whether you're located for Swanwater West or anywhere globally, our AI solutions are designed for embedded, edge, and industrial deployment.
Our CTO, Luke Cole, began engineering AI and robotics as a teenager in 1998. He worked at leading institutes such as CSIRO, NICTA (now Data61), Seeing Machines, and ANU Robotics System Lab, contributing to early self-driving cars, custom AI libraries, and mobile robot autonomy before ROS and OpenCV were even invented.
Luke also worked at Hemisphere GPS (formerly BEELINE, now AgJunction) as a Robotics Engineer, implementing GPS-guided autonomous systems used by hundreds of agricultural vehicles worldwide.
Meanwhile, Lance Cole has worked in advanced military-grade embedded systems, including on the US military's CROWS program at EOS. He brings deep experience in electronics and embedded hardware for AI.
Our team specialises in applied (narrow) AI, particularly in embedded vision, robotics, and real-time decision-making. We’ve built AI systems using:
- Neural Networks (Perceptron, Sigmoid, ReLU, CNNs, RNNs, Transformers)
- Machine Learning (ML), Deep Learning (DL), and Reinforcement Learning
- Backpropagation, Stochastic Gradient Descent (SGD)
- Image Processing: HAAR, HOG, LBP, PCA, CLAHE, Hough, Template Matching
- Object Detection: YOLOv10, EfficientDet, Faster R-CNN, Mask R-CNN
- Frameworks: TensorFlow, Keras, PyTorch, Caffe, ONNX
We’ve deployed AI models on cost-effective platforms like the Raspberry Pi, and optimized high-performance systems using NVIDIA Jetson (Nano, Xavier, TX1) and NVIDIA Tesla V100 GPUs. Our team understands both the constraints of edge devices and the throughput of datacenter-grade accelerators.
Applications of our AI & Machine Learning Services for Swanwater West services include:
- Smart agriculture & plant recognition (99%+ accuracy on edge)
- Autonomous vehicle vision & embedded localisation
- Industrial automation & object detection
- AI-powered road signs & hazard detection
- Wildlife monitoring & pest targeting with gimbal vision
- Face, voice, and optical character recognition (OCR)
- Natural language interfaces (Open WebUI + open-source LLMs)
Why AI & Machine Learning Services for Swanwater West Clients Choose COLETEK
- Edge-first philosophy: We specialise in systems that work offline, on-site, and in real time.
- Custom hardware integration: Cameras, sensors, motors, GPUs, embedded Linux.
- Transparent, ethical AI: Locally hosted, explainable, privacy-conscious.
- Decades of real deployment: From paddocks to highways to defense environments.
Let’s Build Practical AI & Machine Learning Services for Swanwater West Together
If you're based in for Swanwater West or anywhere globally and need help with robotics, machine vision, or embedded AI, we’d love to hear from you. We speak your language, whether it’s TensorFlow code, NVIDIA CUDA pipelines, or low-level embedded C on ARM systems.
Contact COLETEK today to see how our AI expertise can power your next product or platform.
We have long-standing AI & Machine Learning Services for Swanwater West Experience!
Serving Businesses in Swanwater West, Victoria, Australia: A Trusted Partner for Engineering and Product Development Needs
At COLETEK, we've been proud to call Swanwater West, Victoria, Australia home since our inception in 2001. As a multidisciplinary Australian engineering and product development company, we've established ourselves as a trusted partner for businesses across the region and throughout Australia.
We're not just another engineering firm – we're innovators with a passion for collaboration and reliability. Our team of experts brings together years of collective experience in various industries, ensuring that our clients receive personalized solutions tailored to their unique needs. Whether you're looking to bring a product from concept to reality or optimize your existing operations, we have the capability to help you achieve your goals.
Based in Swanwater West, Victoria, Australia, we've had the privilege of working with numerous businesses across various sectors, including those operating in and around Swanwater West. Our proximity to our clients allows us to provide prompt attention and rapid response times, ensuring that your projects stay on track and within budget.
We're committed to supporting local businesses like yours, recognizing that each one has its own distinct character, challenges, and opportunities. As you navigate the ever-evolving landscape of engineering and product development, we're here to offer guidance, expertise, and strategic partnerships that help you succeed. Operating throughout Australia, including Swanwater West, Victoria, Australia, our dedicated team is prepared to deploy the necessary resources and know-how to drive your business forward.
We're not just a company – we're a partner committed to helping businesses in Swanwater West, Victoria, Australia and beyond achieve their aspirations. Let's build something remarkable together – contact us today to learn more about our capabilities and how we can help you take the next step.
